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Quick Start Demo

Using a Bayesian Network as an Expert System

The well-known "Visit Asia" example in this Quick Start Demo dates back to a seminal paper by Lauritzen and Spiegelhalter (1988). It describes how a Bayesian network can be used as an expert system for medical diagnosis. Visit Asia has been widely used in the literature to illustrate observational and causal inference in Bayesian networks. Our Quick Start Demo shows you how this classical example is implemented in BayesiaLab.

If you are ready to try this example yourself, get the BayesiaLab trial version and download the demo network.

BayesiaLab Network for Quick Start Demo

You can download the network file, Asia.xbl, via the following link.


The network in this Quick Start Demo was adapted from:

Lauritzen S, Spiegelhalter D (1988). "Local Computation with Probabilities on Graphical Structures and their Application to Expert Systems (with discussion)". Journal of the Royal Statistical Society: Series B (Statistical Methodology), 50(2), 157-224.